Overview

Dataset Statistics

Number of Variables	76
Number of Rows	51399
Missing Cells	651947
Missing Cells (%)	16.7%
Duplicate Rows	0
Duplicate Rows (%)	0.0%
Total Size in Memory	36.3 MB
Average Row Size in Memory	741.4 B
Variable Types	DateTime: 1 Numerical: 63 Categorical: 12

Dataset Insights

Time_fault and Main Status have similar distributions	Similar Distribution
Time_fault and Sub Status have similar distributions	Similar Distribution
Time_fault and Value0 have similar distributions	Similar Distribution
WEC: ava. Power and WEC: ava. available P technical reasons have similar distributions	Similar Distribution
WEC: ava. Power and WEC: ava. Available P force majeure reasons have similar distributions	Similar Distribution
WEC: ava. available P from wind and WEC: ava. available P technical reasons have similar distributions	Similar Distribution
WEC: ava. available P from wind and WEC: ava. Available P force majeure reasons have similar distributions	Similar Distribution
WEC: ava. available P from wind and WEC: ava. Available P force external reasons have similar distributions	Similar Distribution
WEC: ava. available P technical reasons and WEC: ava. Available P force majeure reasons have similar distributions	Similar Distribution
WEC: ava. available P technical reasons and WEC: ava. Available P force external reasons have similar distributions	Similar Distribution

WEC: ava. Available P force majeure reasons and WEC: ava. Available P force external reasons have similar distributions	Similar Distribution
Sys 1 inverter 1 cabinet temp. and Sys 1 inverter 3 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 1 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 3 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions	Similar Distribution

Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 5 cabinet temp. and Sys 2 inverter 1 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 5 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 5 cabinet temp. and Fan inverter cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions	Similar Distribution

Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Sys 1 inverter 7 cabinet temp. and Inverter averages have similar distributions	Similar Distribution
Sys 2 inverter 1 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions	Similar Distribution
Sys 2 inverter 1 cabinet temp. and Fan inverter cabinet temp. have similar distributions	Similar Distribution
Sys 2 inverter 2 cabinet temp. and Fan inverter cabinet temp. have similar distributions	Similar Distribution
Sys 2 inverter 3 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions	Similar Distribution
Pitch cabinet blade A temp. and Pitch cabinet blade B temp. have similar distributions	Similar Distribution

Rotor temp. 1 and Rotor temp. 2 have similar distributions	Similar Distribution
Stator temp. 1 and Stator temp. 2 have similar distributions	Similar Distribution
Nacelle ambient temp. 1 and Nacelle ambient temp. 2 have similar distributions	Similar Distribution
Nacelle temp. and Main carrier temp. have similar distributions	Similar Distribution
Main Status and Sub Status have similar distributions	Similar Distribution
Main Status and Value0 have similar distributions	Similar Distribution
Sub Status and Value0 have similar distributions	Similar Distribution
Time_fault has 50846 (98.92%) missing values	Missing
Fault has 50846 (98.92%) missing values	Missing
Time_scada has 2367 (4.61%) missing values	Missing

Error has 2367 (4.61%) missing values	Missing
WEC: ava. windspeed has 2367 (4.61%) missing values	Missing
WEC: max. windspeed has 2367 (4.61%) missing values	Missing
WEC: min. windspeed has 2367 (4.61%) missing values	Missing
WEC: ava. Rotation has 2367 (4.61%) missing values	Missing
WEC: max. Rotation has 2367 (4.61%) missing values	Missing
WEC: min. Rotation has 2367 (4.61%) missing values	Missing
WEC: ava. Power has 2367 (4.61%) missing values	Missing
WEC: max. Power has 2367 (4.61%) missing values	Missing
WEC: min. Power has 2367 (4.61%) missing values	Missing

WEC: ava. Nacel position including cable twisting has 2367 (4.61%) missing values	Missing
WEC: Operating Hours has 2367 (4.61%) missing values	Missing
WEC: Production kWh has 2367 (4.61%) missing values	Missing
WEC: Production minutes has 2367 (4.61%) missing values	Missing
WEC: ava. reactive Power has 2367 (4.61%) missing values	Missing
WEC: max. reactive Power has 2367 (4.61%) missing values	Missing
WEC: min. reactive Power has 2367 (4.61%) missing values	Missing
WEC: ava. available P from wind has 2367 (4.61%) missing values	Missing
WEC: ava. available P technical reasons has 2367 (4.61%) missing values	Missing
WEC: ava. Available P force majeure reasons has 2367 (4.61%) missing values	Missing

WEC: ava. Available P force external reasons has 2367 (4.61%) missing values	Missing
WEC: ava. blade angle A has 2367 (4.61%) missing values	Missing
Sys 1 inverter 1 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 1 inverter 2 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 1 inverter 3 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 1 inverter 4 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 1 inverter 5 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 1 inverter 6 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 1 inverter 7 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 2 inverter 1 cabinet temp. has 2367 (4.61%) missing values	Missing

Sys 2 inverter 2 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 2 inverter 3 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 2 inverter 4 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 2 inverter 5 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 2 inverter 6 cabinet temp. has 2367 (4.61%) missing values	Missing
Sys 2 inverter 7 cabinet temp. has 2367 (4.61%) missing values	Missing
Spinner temp. has 2367 (4.61%) missing values	Missing
Front bearing temp. has 2367 (4.61%) missing values	Missing
Rear bearing temp. has 2367 (4.61%) missing values	Missing
Pitch cabinet blade A temp. has 2367 (4.61%) missing values	Missing

Pitch cabinet blade B temp. has 2367 (4.61%) missing values	Missing
Pitch cabinet blade C temp. has 2367 (4.61%) missing values	Missing
Blade A temp. has 2367 (4.61%) missing values	Missing
Blade B temp. has 2367 (4.61%) missing values	Missing
Blade C temp. has 2367 (4.61%) missing values	Missing
Rotor temp. 1 has 2367 (4.61%) missing values	Missing
Rotor temp. 2 has 2367 (4.61%) missing values	Missing
Stator temp. 1 has 2367 (4.61%) missing values	Missing
Stator temp. 2 has 2367 (4.61%) missing values	Missing
Nacelle ambient temp. 1 has 2367 (4.61%) missing values	Missing

Nacelle ambient temp. 2 has 2367 (4.61%) missing values	Missing
Nacelle temp. has 2367 (4.61%) missing values	Missing
Nacelle cabinet temp. has 2367 (4.61%) missing values	Missing
Main carrier temp. has 2367 (4.61%) missing values	Missing
Rectifier cabinet temp. has 2367 (4.61%) missing values	Missing
Yaw inverter cabinet temp. has 2367 (4.61%) missing values	Missing
Fan inverter cabinet temp. has 2367 (4.61%) missing values	Missing
Ambient temp. has 2367 (4.61%) missing values	Missing
Tower temp. has 2367 (4.61%) missing values	Missing
Control cabinet temp. has 2367 (4.61%) missing values	Missing

Transformer temp. has 2367 (4.61%) missing values	Missing
RTU: ava. Setpoint 1 has 2367 (4.61%) missing values	Missing
Inverter averages has 2367 (4.61%) missing values	Missing
Inverter std dev has 2367 (4.61%) missing values	Missing
Main Status has 49550 (96.4%) missing values	Missing
Sub Status has 49550 (96.4%) missing values	Missing
Full Status has 49550 (96.4%) missing values	Missing
Status Text has 49550 (96.4%) missing values	Missing
T has 49550 (96.4%) missing values	Missing
Service has 49550 (96.4%) missing values	Missing

FaultMsg has 49550 (96.4%) missing values	Missing
Value0 has 49550 (96.4%) missing values	Missing
Time_fault is skewed	Skewed
Time_scada is skewed	Skewed
Error is skewed	Skewed
WEC: min. windspeed is skewed	Skewed
WEC: ava. Rotation is skewed	Skewed
WEC: min. Rotation is skewed	Skewed
WEC: ava. Power is skewed	Skewed
WEC: max. Power is skewed	Skewed

WEC: min. Power is skewed	Skewed
WEC: ava. Nacel position including cable twisting is skewed	Skewed
WEC: Production minutes is skewed	Skewed
WEC: ava. reactive Power is skewed	Skewed
WEC: max. reactive Power is skewed	Skewed
WEC: min. reactive Power is skewed	Skewed
WEC: ava. available P from wind is skewed	Skewed
WEC: ava. available P technical reasons is skewed	Skewed
WEC: ava. Available P force majeure reasons is skewed	Skewed
WEC: ava. Available P force external reasons is skewed	Skewed

WEC: ava. blade angle A is skewed	Skewed
Sys 1 inverter 2 cabinet temp. is skewed	Skewed
Sys 1 inverter 5 cabinet temp. is skewed	Skewed
Sys 2 inverter 1 cabinet temp. is skewed	Skewed
Rotor temp. 1 is skewed	Skewed
Rotor temp. 2 is skewed	Skewed
Stator temp. 1 is skewed	Skewed
Stator temp. 2 is skewed	Skewed
RTU: ava. Setpoint 1 is skewed	Skewed
Inverter std dev is skewed	Skewed

Main Status is skewed	Skewed
Sub Status is skewed	Skewed
Value0 is skewed	Skewed
Full Status has a high cardinality: 58 distinct values	High Cardinality
Status Text has a high cardinality: 56 distinct values	High Cardinality
Sys 2 inverter 6 cabinet temp. has constant value "0.0"	Constant
Fault has constant length 2	Constant Length
Sys 2 inverter 6 cabinet temp. has constant length 3	Constant Length
T has constant length 3	Constant Length
WEC: ava. Nacel position including cable twisting has 27053 (52.63%) negatives	Negatives

WEC: ava. reactive Power has 529 (1.03%) negatives	Negatives
WEC: min. reactive Power has 1382 (2.69%) negatives	Negatives
Error has 48732 (94.81%) zeros	Zeros
WEC: ava. Rotation has 3442 (6.7%) zeros	Zeros
WEC: min. Rotation has 5120 (9.96%) zeros	Zeros
WEC: ava. Power has 6514 (12.67%) zeros	Zeros
WEC: max. Power has 6140 (11.95%) zeros	Zeros
WEC: min. Power has 8546 (16.63%) zeros	Zeros
WEC: ava. reactive Power has 6112 (11.89%) zeros	Zeros
WEC: max. reactive Power has 5974 (11.62%) zeros	Zeros

WEC: min. reactive Power has 7314 (14.23%) zeros	Zeros
WEC: ava. available P from wind has 2685 (5.22%) zeros	Zeros
WEC: ava. available P technical reasons has 3683 (7.17%) zeros	Zeros
WEC: ava. Available P force majeure reasons has 5355 (10.42%) zeros	Zeros
WEC: ava. Available P force external reasons has 2685 (5.22%) zeros	Zeros

Variables

Sort by Reverse order

DateTime

datetime

Distinct Count	50989.7091
Approximate Unique (%)	99.2%
Missing	0
Missing (%)	0.0%
Memory Size	822384
Minimum	2014-01-05 08:57:11
Maximum	2015-12-04 16:32:04

Stats

Time_fault

numerical

Approximate Distinct Count	446
Approximate Unique (%)	80.7%
Missing	50846
Missing (%)	98.9%
Infinite	0
Infinite (%)	0.0%
Memory Size	8848
Mean	1.4145e+09
Minimum	1.4001e+09
Maximum	1.4214e+09
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

Time_fault is skewed left (γ1 = -0.9007)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1.4001e+09
5-th Percentile	1.4025e+09
Q1	1.4128e+09
Median	1.4145e+09
Q3	1.418e+09
95-th Percentile	1.4207e+09
Maximum	1.4214e+09
Range	2.1289e+07
IQR	5.2753e+06

Descriptive Statistics

Mean	1.4145e+09
Standard Deviation	5.195e+06
Variance	2.6988e+13
Sum	7.8219e+11
Skewness	-0.9007
Kurtosis	0.1943
Coefficient of Variation	0.003673

Time_fault is not normally distributed (p-value 2.6148639243460433e-12)

Time_fault has 42 outliers

Fault

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.9%
Missing	50846
Missing (%)	98.9%
Memory Size	37051

Stats Pie Chart Word Frequency Word Length

Length

Mean	2
Standard Deviation	0
Median	2
Minimum	2
Maximum	2

Sample

1st row	GF
2nd row	GF
3rd row	GF
4th row	GF
5th row	GF

Letter

Count	1106
Lowercase Letter	0
Space Separator	0
Uppercase Letter	1106
Dash Punctuation	0
Decimal Number	0

Fault has words of constant length

Time_scada

numerical

Approximate Distinct Count	49021
Approximate Unique (%)	100.0%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	1.4138e+09
Minimum	1.3989e+09
Maximum	1.4286e+09
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

Time_scada is skewed left (γ1 = -0.0012)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1.3989e+09
5-th Percentile	1.4004e+09
Q1	1.4064e+09
Median	1.4137e+09
Q3	1.4212e+09
95-th Percentile	1.4271e+09
Maximum	1.4286e+09
Range	2.9635e+07
IQR	1.4826e+07

Descriptive Statistics

Mean	1.4138e+09
Standard Deviation	8.5593e+06
Variance	7.3261e+13
Sum	6.932e+13
Skewness	-0.001152
Kurtosis	-1.2035
Coefficient of Variation	0.006054

Time_scada is not normally distributed (p-value 1.2896450527531396e-18)

Error

numerical

Approximate Distinct Count	12
Approximate Unique (%)	0.0%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	0.9387
Minimum	0
Maximum	246
Zeros	48732
Zeros (%)	94.8%
Negatives	0
Negatives (%)	0.0%

Error is skewed right (γ1 = 16.504)

Stats KDE Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	0
Maximum	246
Range	246
IQR	0

Descriptive Statistics

Mean	0.9387
Standard Deviation	14.4414
Variance	208.5543
Sum	46024
Skewness	16.504
Kurtosis	275.205
Coefficient of Variation	15.3853

Error is not normally distributed (p-value 4.22928794380459e-25)

WEC: ava. windspeed

numerical

Approximate Distinct Count	254
Approximate Unique (%)	0.5%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	6.8753
Minimum	0
Maximum	32.1
Zeros	195
Zeros (%)	0.4%
Negatives	0
Negatives (%)	0.0%

WEC: ava. windspeed is skewed right (γ1 = 0.8212)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	1.9
Q1	4.2
Median	6.5
Q3	8.9
95-th Percentile	13.8
Maximum	32.1
Range	32.1
IQR	4.7

Descriptive Statistics

Mean	6.8753
Standard Deviation	3.6953
Variance	13.6553
Sum	337111.1001
Skewness	0.8212
Kurtosis	1.0535
Coefficient of Variation	0.5375

WEC: ava. windspeed has 1057 outliers

WEC: max. windspeed

numerical

Approximate Distinct Count	360
Approximate Unique (%)	0.7%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	9.3413
Minimum	0
Maximum	51.1
Zeros	222
Zeros (%)	0.4%
Negatives	0
Negatives (%)	0.0%

WEC: max. windspeed is skewed right (γ1 = 1.1109)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	2.655
Q1	5.8
Median	8.6
Q3	11.7
95-th Percentile	19.6
Maximum	51.1
Range	51.1
IQR	5.9

Descriptive Statistics

Mean	9.3413
Standard Deviation	5.1582
Variance	26.6073
Sum	458021.4001
Skewness	1.1109
Kurtosis	1.8269
Coefficient of Variation	0.5522

WEC: max. windspeed is not normally distributed (p-value 0.00017471862712881863)

WEC: max. windspeed has 1919 outliers

WEC: min. windspeed

numerical

Approximate Distinct Count	177
Approximate Unique (%)	0.4%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	12.2438
Minimum	0
Maximum	6553.5
Zeros	1403
Zeros (%)	2.7%
Negatives	0
Negatives (%)	0.0%

WEC: min. windspeed is skewed right (γ1 = 29.272)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.8
Q1	2.6
Median	4.4
Q3	6.3
95-th Percentile	9.5
Maximum	6553.5
Range	6553.5
IQR	3.7

Descriptive Statistics

Mean	12.2438
Standard Deviation	223.1755
Variance	49807.2984
Sum	600339.3999
Skewness	29.272
Kurtosis	854.969
Coefficient of Variation	18.2276

WEC: min. windspeed is not normally distributed (p-value 4.226830430142008e-25)

WEC: min. windspeed has 488 outliers

WEC: ava. Rotation

numerical

Approximate Distinct Count	1413
Approximate Unique (%)	2.9%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	8.679
Minimum	0
Maximum	14.73
Zeros	3442
Zeros (%)	6.7%
Negatives	0
Negatives (%)	0.0%

WEC: ava. Rotation is skewed left (γ1 = -0.5536)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	6.33
Median	8.97
Q3	11.92
95-th Percentile	14.31
Maximum	14.73
Range	14.73
IQR	5.59

Descriptive Statistics

Mean	8.679
Standard Deviation	4.1435
Variance	17.1688
Sum	425548.3596
Skewness	-0.5536
Kurtosis	-0.3309
Coefficient of Variation	0.4774

WEC: ava. Rotation is not normally distributed (p-value 2.4760060078087727e-09)

WEC: max. Rotation

numerical

Approximate Distinct Count	1548
Approximate Unique (%)	3.2%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	9.5479
Minimum	0
Maximum	18.91
Zeros	1736
Zeros (%)	3.4%
Negatives	0
Negatives (%)	0.0%

WEC: max. Rotation is skewed left (γ1 = -0.6126)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.04
Q1	6.74
Median	10.06
Q3	13.55
95-th Percentile	15.28
Maximum	18.91
Range	18.91
IQR	6.81

Descriptive Statistics

Mean	9.5479
Standard Deviation	4.4823
Variance	20.0909
Sum	468152.4
Skewness	-0.6126
Kurtosis	-0.3851
Coefficient of Variation	0.4695

WEC: max. Rotation is not normally distributed (p-value 0.00014122927625636347)

WEC: min. Rotation

numerical

Approximate Distinct Count	1361
Approximate Unique (%)	2.8%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	8.5153
Minimum	0
Maximum	655.35
Zeros	5120
Zeros (%)	10.0%
Negatives	0
Negatives (%)	0.0%

WEC: min. Rotation is skewed right (γ1 = 28.0121)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	5.88
Median	7.85
Q3	10.39
95-th Percentile	13.63
Maximum	655.35
Range	655.35
IQR	4.51

Descriptive Statistics

Mean	8.5153
Standard Deviation	22.3935
Variance	501.4667
Sum	417520.0686
Skewness	28.0121
Kurtosis	806.2889
Coefficient of Variation	2.6298

WEC: min. Rotation is not normally distributed (p-value 8.0787650366952975e-25)

WEC: min. Rotation has 57 outliers

WEC: ava. Power

numerical

Approximate Distinct Count	3067
Approximate Unique (%)	6.3%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	942.4476
Minimum	0
Maximum	3071
Zeros	6514
Zeros (%)	12.7%
Negatives	0
Negatives (%)	0.0%

WEC: ava. Power is skewed right (γ1 = 0.9358)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	87
Median	536
Q3	1552
95-th Percentile	3056
Maximum	3071
Range	3071
IQR	1465

Descriptive Statistics

Mean	942.4476
Standard Deviation	1009.0553
Variance	1.0182e+06
Sum	4.621e+07
Skewness	0.9358
Kurtosis	-0.4777
Coefficient of Variation	1.0707

WEC: ava. Power is not normally distributed (p-value 2.7329168718783952e-21)

WEC: max. Power

numerical

Approximate Distinct Count	3189
Approximate Unique (%)	6.5%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	1214.2122
Minimum	0
Maximum	3216
Zeros	6140
Zeros (%)	11.9%
Negatives	0
Negatives (%)	0.0%

WEC: max. Power is skewed right (γ1 = 0.582)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	138
Median	802
Q3	2326
95-th Percentile	3144
Maximum	3216
Range	3216
IQR	2188

Descriptive Statistics

Mean	1214.2122
Standard Deviation	1168.9619
Variance	1.3665e+06
Sum	5.9535e+07
Skewness	0.582
Kurtosis	-1.2108
Coefficient of Variation	0.9627

WEC: max. Power is not normally distributed (p-value 2.7113342804279326e-18)

WEC: min. Power

numerical

Approximate Distinct Count	2983
Approximate Unique (%)	6.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	651.7974
Minimum	0
Maximum	3028
Zeros	8546
Zeros (%)	16.6%
Negatives	0
Negatives (%)	0.0%

WEC: min. Power is skewed right (γ1 = 1.4977)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	36
Median	315
Q3	932
95-th Percentile	2687
Maximum	3028
Range	3028
IQR	896

Descriptive Statistics

Mean	651.7974
Standard Deviation	818.0201
Variance	669156.8513
Sum	3.1959e+07
Skewness	1.4977
Kurtosis	1.295
Coefficient of Variation	1.255

WEC: min. Power is not normally distributed (p-value 4.073301766025874e-22)

WEC: min. Power has 3910 outliers

WEC: ava. Nacel position including cable twisting

numerical

Approximate Distinct Count	1495
Approximate Unique (%)	3.0%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	25.5701
Minimum	-892
Maximum	1080
Zeros	393
Zeros (%)	0.8%
Negatives	27053
Negatives (%)	52.6%

WEC: ava. Nacel position including cable twisting is skewed right (γ1 = 0.274)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-892
5-th Percentile	-433
Q1	-131
Median	-33
Q3	231
95-th Percentile	602
Maximum	1080
Range	1972
IQR	362

Descriptive Statistics

Mean	25.5701
Standard Deviation	293.6938
Variance	86256.0624
Sum	1.2538e+06
Skewness	0.274
Kurtosis	-0.1608
Coefficient of Variation	11.4858

WEC: ava. Nacel position including cable twisting is not normally distributed (p-value 5.3348322853283245e-09)

WEC: ava. Nacel position including cable twisting has 178 outliers

WEC: Operating Hours

numerical

Approximate Distinct Count	7005
Approximate Unique (%)	14.3%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	4214.5784
Minimum	0
Maximum	7884
Zeros	187
Zeros (%)	0.4%
Negatives	0
Negatives (%)	0.0%

WEC: Operating Hours is skewed right (γ1 = 0.0111)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	912
Q1	2360
Median	4179
Q3	6007.25
95-th Percentile	7515
Maximum	7884
Range	7884
IQR	3647.25

Descriptive Statistics

Mean	4214.5784
Standard Deviation	2113.4158
Variance	4.4665e+06
Sum	2.0665e+08
Skewness	0.0111
Kurtosis	-1.2034
Coefficient of Variation	0.5015

WEC: Operating Hours is not normally distributed (p-value 0.0009726136983205327)

WEC: Production kWh

numerical

Approximate Distinct Count	41753
Approximate Unique (%)	85.2%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	4.0231e+06
Minimum	0
Maximum	8.5798e+06
Zeros	187
Zeros (%)	0.4%
Negatives	0
Negatives (%)	0.0%

WEC: Production kWh is skewed right (γ1 = 0.3875)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	943961.55
Q1	1.8645e+06
Median	3.3851e+06
Q3	6.0989e+06
95-th Percentile	8.061e+06
Maximum	8.5798e+06
Range	8.5798e+06
IQR	4.2344e+06

Descriptive Statistics

Mean	4.0231e+06
Standard Deviation	2.3642e+06
Variance	5.5893e+12
Sum	1.9726e+11
Skewness	0.3875
Kurtosis	-1.1583
Coefficient of Variation	0.5876

WEC: Production kWh is not normally distributed (p-value 0.0005559323331571197)

WEC: Production minutes

numerical

Approximate Distinct Count	60
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	28.8263
Minimum	0
Maximum	59
Zeros	1182
Zeros (%)	2.3%
Negatives	0
Negatives (%)	0.0%

WEC: Production minutes is skewed right (γ1 = 0.0433)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	2
Q1	12
Median	29
Q3	44
95-th Percentile	57
Maximum	59
Range	59
IQR	32

Descriptive Statistics

Mean	28.8263
Standard Deviation	17.893
Variance	320.1606
Sum	1.4134e+06
Skewness	0.04333
Kurtosis	-1.2687
Coefficient of Variation	0.6207

WEC: Production minutes is not normally distributed (p-value 5.4607256093704354e-12)

WEC: ava. reactive Power

numerical

Approximate Distinct Count	351
Approximate Unique (%)	0.7%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	81.7035
Minimum	-8
Maximum	425
Zeros	6112
Zeros (%)	11.9%
Negatives	529
Negatives (%)	1.0%

WEC: ava. reactive Power is skewed right (γ1 = 1.3385)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-8
5-th Percentile	0
Q1	29
Median	48
Q3	107
95-th Percentile	284
Maximum	425
Range	433
IQR	78

Descriptive Statistics

Mean	81.7035
Standard Deviation	84.2209
Variance	7093.1541
Sum	4.0061e+06
Skewness	1.3385
Kurtosis	0.7142
Coefficient of Variation	1.0308

WEC: ava. reactive Power is not normally distributed (p-value 1.1019285604549963e-11)

WEC: ava. reactive Power has 5175 outliers

WEC: max. reactive Power

numerical

Approximate Distinct Count	538
Approximate Unique (%)	1.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	102.8024
Minimum	-6
Maximum	1145
Zeros	5974
Zeros (%)	11.6%
Negatives	140
Negatives (%)	0.3%

WEC: max. reactive Power is skewed right (γ1 = 2.7539)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-6
5-th Percentile	0
Q1	36
Median	57
Q3	154
95-th Percentile	297
Maximum	1145
Range	1151
IQR	118

Descriptive Statistics

Mean	102.8024
Standard Deviation	112.0829
Variance	12562.5792
Sum	5.0406e+06
Skewness	2.7539
Kurtosis	16.0406
Coefficient of Variation	1.0903

WEC: max. reactive Power is not normally distributed (p-value 5.2231635120090075e-15)

WEC: max. reactive Power has 299 outliers

WEC: min. reactive Power

numerical

Approximate Distinct Count	361
Approximate Unique (%)	0.7%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	64.0255
Minimum	-168
Maximum	390
Zeros	7314
Zeros (%)	14.2%
Negatives	1382
Negatives (%)	2.7%

WEC: min. reactive Power is skewed right (γ1 = 1.7476)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-168
5-th Percentile	0
Q1	19
Median	42
Q3	77
95-th Percentile	248
Maximum	390
Range	558
IQR	58

Descriptive Statistics

Mean	64.0255
Standard Deviation	71.2921
Variance	5082.5674
Sum	3.1393e+06
Skewness	1.7476
Kurtosis	2.5696
Coefficient of Variation	1.1135

WEC: min. reactive Power is not normally distributed (p-value 5.372452929451014e-13)

WEC: min. reactive Power has 5014 outliers

WEC: ava. available P from wind

numerical

Approximate Distinct Count	3067
Approximate Unique (%)	6.3%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	1042.6801
Minimum	0
Maximum	65535
Zeros	2685
Zeros (%)	5.2%
Negatives	0
Negatives (%)	0.0%

WEC: ava. available P from wind is skewed right (γ1 = 15.7148)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	168
Median	656
Q3	1706
95-th Percentile	3060
Maximum	65535
Range	65535
IQR	1538

Descriptive Statistics

Mean	1042.6801
Standard Deviation	1215.8303
Variance	1.4782e+06
Sum	5.1125e+07
Skewness	15.7148
Kurtosis	805.4987
Coefficient of Variation	1.1661

WEC: ava. available P from wind is not normally distributed (p-value 5.531588660841672e-23)

WEC: ava. available P from wind has 5 outliers

WEC: ava. available P technical reasons

numerical

Approximate Distinct Count	3065
Approximate Unique (%)	6.3%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	1017.8128
Minimum	0
Maximum	65535
Zeros	3683
Zeros (%)	7.2%
Negatives	0
Negatives (%)	0.0%

WEC: ava. available P technical reasons is skewed right (γ1 = 15.9751)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	145
Median	630
Q3	1678
95-th Percentile	3060
Maximum	65535
Range	65535
IQR	1533

Descriptive Statistics

Mean	1017.8128
Standard Deviation	1209.5546
Variance	1.463e+06
Sum	4.9905e+07
Skewness	15.9751
Kurtosis	823.6619
Coefficient of Variation	1.1884

WEC: ava. available P technical reasons is not normally distributed (p-value 4.6773409341188107e-23)

WEC: ava. available P technical reasons has 5 outliers

WEC: ava. Available P force majeure reasons

numerical

Approximate Distinct Count	3063
Approximate Unique (%)	6.2%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	977.1616
Minimum	0
Maximum	65535
Zeros	5355
Zeros (%)	10.4%
Negatives	0
Negatives (%)	0.0%

WEC: ava. Available P force majeure reasons is skewed right (γ1 = 15.9311)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	110
Median	564
Q3	1581
95-th Percentile	3060
Maximum	65535
Range	65535
IQR	1471

Descriptive Statistics

Mean	977.1616
Standard Deviation	1212.6069
Variance	1.4704e+06
Sum	4.7912e+07
Skewness	15.9311
Kurtosis	817.5094
Coefficient of Variation	1.2409

WEC: ava. Available P force majeure reasons is not normally distributed (p-value 2.498381975794258e-23)

WEC: ava. Available P force majeure reasons has 5 outliers

WEC: ava. Available P force external reasons

numerical

Approximate Distinct Count	3065
Approximate Unique (%)	6.3%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	1036.9449
Minimum	0
Maximum	65535
Zeros	2685
Zeros (%)	5.2%
Negatives	0
Negatives (%)	0.0%

WEC: ava. Available P force external reasons is skewed right (γ1 = 15.9777)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	168
Median	656
Q3	1700.25
95-th Percentile	3060
Maximum	65535
Range	65535
IQR	1532.25

Descriptive Statistics

Mean	1036.9449
Standard Deviation	1208.9177
Variance	1.4615e+06
Sum	5.0843e+07
Skewness	15.9777
Kurtosis	824.4126
Coefficient of Variation	1.1658

WEC: ava. Available P force external reasons is not normally distributed (p-value 5.678593000601773e-23)

WEC: ava. Available P force external reasons has 5 outliers

WEC: ava. blade angle A

numerical

Approximate Distinct Count	2390
Approximate Unique (%)	4.9%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	10.262
Minimum	0
Maximum	327.67
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

WEC: ava. blade angle A is skewed right (γ1 = 2.8529)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	1
Q1	1
Median	1
Q3	1.04
95-th Percentile	91.93
Maximum	327.67
Range	327.67
IQR	0.04

Descriptive Statistics

Mean	10.262
Standard Deviation	25.0137
Variance	625.6872
Sum	503166.021
Skewness	2.8529
Kurtosis	8.1106
Coefficient of Variation	2.4375

WEC: ava. blade angle A is not normally distributed (p-value 7.51385686551143e-25)

WEC: ava. blade angle A has 12162 outliers

Sys 1 inverter 1 cabinet temp.

numerical

Approximate Distinct Count	41
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	26.6347
Minimum	-14
Maximum	42
Zeros	168
Zeros (%)	0.3%
Negatives	247
Negatives (%)	0.5%

Sys 1 inverter 1 cabinet temp. is skewed left (γ1 = -1.5928)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	17
Q1	23
Median	27
Q3	31
95-th Percentile	35
Maximum	42
Range	56
IQR	8

Descriptive Statistics

Mean	26.6347
Standard Deviation	6.3621
Variance	40.4758
Sum	1.306e+06
Skewness	-1.5928
Kurtosis	7.8943
Coefficient of Variation	0.2389

Sys 1 inverter 1 cabinet temp. is not normally distributed (p-value 0.00021757328958746193)

Sys 1 inverter 1 cabinet temp. has 428 outliers

Sys 1 inverter 2 cabinet temp.

numerical

Approximate Distinct Count	46
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.7047
Minimum	-14
Maximum	45
Zeros	166
Zeros (%)	0.3%
Negatives	253
Negatives (%)	0.5%

Sys 1 inverter 2 cabinet temp. is skewed left (γ1 = -1.8544)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	19
Q1	24
Median	28
Q3	32
95-th Percentile	36
Maximum	45
Range	59
IQR	8

Descriptive Statistics

Mean	27.7047
Standard Deviation	6.2207
Variance	38.697
Sum	1.3584e+06
Skewness	-1.8544
Kurtosis	10.008
Coefficient of Variation	0.2245

Sys 1 inverter 2 cabinet temp. is not normally distributed (p-value 8.178611796313283e-08)

Sys 1 inverter 2 cabinet temp. has 437 outliers

Sys 1 inverter 3 cabinet temp.

numerical

Approximate Distinct Count	45
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.2804
Minimum	-14
Maximum	43
Zeros	165
Zeros (%)	0.3%
Negatives	161
Negatives (%)	0.3%

Sys 1 inverter 3 cabinet temp. is skewed left (γ1 = -1.5287)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	19
Q1	24
Median	27
Q3	31
95-th Percentile	35
Maximum	43
Range	57
IQR	7

Descriptive Statistics

Mean	27.2804
Standard Deviation	5.8117
Variance	33.7761
Sum	1.3376e+06
Skewness	-1.5287
Kurtosis	8.4802
Coefficient of Variation	0.213

Sys 1 inverter 3 cabinet temp. is not normally distributed (p-value 7.123552066524575e-07)

Sys 1 inverter 3 cabinet temp. has 452 outliers

Sys 1 inverter 4 cabinet temp.

numerical

Approximate Distinct Count	42
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.3622
Minimum	-14
Maximum	41
Zeros	166
Zeros (%)	0.3%
Negatives	164
Negatives (%)	0.3%

Sys 1 inverter 4 cabinet temp. is skewed left (γ1 = -1.6015)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	19
Q1	24
Median	28
Q3	32
95-th Percentile	35
Maximum	41
Range	55
IQR	8

Descriptive Statistics

Mean	27.3622
Standard Deviation	5.7855
Variance	33.4716
Sum	1.3416e+06
Skewness	-1.6015
Kurtosis	8.7008
Coefficient of Variation	0.2114

Sys 1 inverter 4 cabinet temp. is not normally distributed (p-value 4.5937742690126035e-06)

Sys 1 inverter 4 cabinet temp. has 348 outliers

Sys 1 inverter 5 cabinet temp.

numerical

Approximate Distinct Count	44
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	28.6555
Minimum	-14
Maximum	45
Zeros	165
Zeros (%)	0.3%
Negatives	276
Negatives (%)	0.5%

Sys 1 inverter 5 cabinet temp. is skewed left (γ1 = -2.1246)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	20
Q1	25
Median	29
Q3	33
95-th Percentile	36
Maximum	45
Range	59
IQR	8

Descriptive Statistics

Mean	28.6555
Standard Deviation	6.2242
Variance	38.7404
Sum	1.405e+06
Skewness	-2.1246
Kurtosis	11.895
Coefficient of Variation	0.2172

Sys 1 inverter 5 cabinet temp. is not normally distributed (p-value 1.577768162702653e-07)

Sys 1 inverter 5 cabinet temp. has 451 outliers

Sys 1 inverter 6 cabinet temp.

numerical

Approximate Distinct Count	42
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.5513
Minimum	-14
Maximum	41
Zeros	167
Zeros (%)	0.3%
Negatives	276
Negatives (%)	0.5%

Sys 1 inverter 6 cabinet temp. is skewed left (γ1 = -2.0259)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	19
Q1	24
Median	28
Q3	32
95-th Percentile	36
Maximum	41
Range	55
IQR	8

Descriptive Statistics

Mean	27.5513
Standard Deviation	6.1126
Variance	37.3635
Sum	1.3509e+06
Skewness	-2.0259
Kurtosis	11.3955
Coefficient of Variation	0.2219

Sys 1 inverter 6 cabinet temp. is not normally distributed (p-value 8.565580685328623e-06)

Sys 1 inverter 6 cabinet temp. has 454 outliers

Sys 1 inverter 7 cabinet temp.

numerical

Approximate Distinct Count	42
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.6517
Minimum	-14
Maximum	41
Zeros	165
Zeros (%)	0.3%
Negatives	162
Negatives (%)	0.3%

Sys 1 inverter 7 cabinet temp. is skewed left (γ1 = -1.64)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	19
Q1	24
Median	28
Q3	32
95-th Percentile	36
Maximum	41
Range	55
IQR	8

Descriptive Statistics

Mean	27.6517
Standard Deviation	5.7747
Variance	33.3474
Sum	1.3558e+06
Skewness	-1.64
Kurtosis	8.9918
Coefficient of Variation	0.2088

Sys 1 inverter 7 cabinet temp. is not normally distributed (p-value 5.682873623158222e-07)

Sys 1 inverter 7 cabinet temp. has 340 outliers

Sys 2 inverter 1 cabinet temp.

numerical

Approximate Distinct Count	44
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	29.1356
Minimum	-14
Maximum	45
Zeros	166
Zeros (%)	0.3%
Negatives	161
Negatives (%)	0.3%

Sys 2 inverter 1 cabinet temp. is skewed left (γ1 = -1.875)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	21
Q1	26
Median	30
Q3	33
95-th Percentile	37
Maximum	45
Range	59
IQR	7

Descriptive Statistics

Mean	29.1356
Standard Deviation	5.7028
Variance	32.5219
Sum	1.4286e+06
Skewness	-1.875
Kurtosis	11.1392
Coefficient of Variation	0.1957

Sys 2 inverter 1 cabinet temp. is not normally distributed (p-value 5.39617792062248e-08)

Sys 2 inverter 1 cabinet temp. has 375 outliers

Sys 2 inverter 2 cabinet temp.

numerical

Approximate Distinct Count	44
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	28.8686
Minimum	-14
Maximum	46
Zeros	165
Zeros (%)	0.3%
Negatives	158
Negatives (%)	0.3%

Sys 2 inverter 2 cabinet temp. is skewed left (γ1 = -1.8449)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	21
Q1	25
Median	29
Q3	33
95-th Percentile	36
Maximum	46
Range	60
IQR	8

Descriptive Statistics

Mean	28.8686
Standard Deviation	5.6977
Variance	32.4639
Sum	1.4155e+06
Skewness	-1.8449
Kurtosis	10.7516
Coefficient of Variation	0.1974

Sys 2 inverter 2 cabinet temp. is not normally distributed (p-value 7.616703255205506e-05)

Sys 2 inverter 2 cabinet temp. has 336 outliers

Sys 2 inverter 3 cabinet temp.

numerical

Approximate Distinct Count	43
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.8502
Minimum	-14
Maximum	42
Zeros	166
Zeros (%)	0.3%
Negatives	158
Negatives (%)	0.3%

Sys 2 inverter 3 cabinet temp. is skewed left (γ1 = -1.5111)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	20
Q1	24
Median	28
Q3	32
95-th Percentile	36
Maximum	42
Range	56
IQR	8

Descriptive Statistics

Mean	27.8502
Standard Deviation	5.833
Variance	34.0241
Sum	1.3655e+06
Skewness	-1.5111
Kurtosis	8.5119
Coefficient of Variation	0.2094

Sys 2 inverter 3 cabinet temp. is not normally distributed (p-value 5.706379643994179e-06)

Sys 2 inverter 3 cabinet temp. has 333 outliers

Sys 2 inverter 4 cabinet temp.

numerical

Approximate Distinct Count	42
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.4259
Minimum	-14
Maximum	41
Zeros	165
Zeros (%)	0.3%
Negatives	173
Negatives (%)	0.3%

Sys 2 inverter 4 cabinet temp. is skewed left (γ1 = -1.5694)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	19
Q1	23
Median	28
Q3	32
95-th Percentile	35
Maximum	41
Range	55
IQR	9

Descriptive Statistics

Mean	27.4259
Standard Deviation	5.87
Variance	34.4568
Sum	1.3447e+06
Skewness	-1.5694
Kurtosis	8.4556
Coefficient of Variation	0.214

Sys 2 inverter 4 cabinet temp. is not normally distributed (p-value 6.250494344212676e-06)

Sys 2 inverter 4 cabinet temp. has 343 outliers

Sys 2 inverter 5 cabinet temp.

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.0%
Missing	2367
Missing (%)	4.6%
Memory Size	3431910

The largest value (-14.0) is over 296.16 times larger than the second largest value (0.0)

Stats Pie Chart Word Frequency Word Length

Length

Mean	4.9933
Standard Deviation	0.1158
Median	5
Minimum	3
Maximum	5

Sample

1st row	-14.0
2nd row	-14.0
3rd row	-14.0
4th row	-14.0
5th row	-14.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	48867
Decimal Number	146931

The top 2 categories (-14.0, 0.0) take over 50.0%

The largest value (140) is over 296.16 times larger than the second largest value (00)

Sys 2 inverter 6 cabinet temp.

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.0%
Missing	2367
Missing (%)	4.6%
Memory Size	3334176

Stats Pie Chart Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	98064

Sys 2 inverter 6 cabinet temp. has words of constant length

Sys 2 inverter 7 cabinet temp.

categorical

Approximate Distinct Count	3
Approximate Unique (%)	0.0%
Missing	2367
Missing (%)	4.6%
Memory Size	3431900

The largest value (-50.0) is over 296.13 times larger than the second largest value (0.0)

Stats Pie Chart Word Frequency Word Length

Length

Mean	4.9931
Standard Deviation	0.1176
Median	5
Minimum	3
Maximum	5

Sample

1st row	-50.0
2nd row	-50.0
3rd row	-50.0
4th row	-50.0
5th row	-50.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	48862
Decimal Number	146926

The top 2 categories (-50.0, 0.0) take over 50.0%

The largest value (500) is over 296.13 times larger than the second largest value (00)

Spinner temp.

numerical

Approximate Distinct Count	34
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	17.9109
Minimum	0
Maximum	38
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Spinner temp. is skewed right (γ1 = 0.1943)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	10
Q1	13
Median	18
Q3	22
95-th Percentile	27
Maximum	38
Range	38
IQR	9

Descriptive Statistics

Mean	17.9109
Standard Deviation	5.3504
Variance	28.6264
Sum	878205
Skewness	0.1943
Kurtosis	-0.1181
Coefficient of Variation	0.2987

Spinner temp. is not normally distributed (p-value 0.005213030797935978)

Spinner temp. has 39 outliers

Front bearing temp.

numerical

Approximate Distinct Count	29
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	22.062
Minimum	0
Maximum	35
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Front bearing temp. is skewed left (γ1 = -0.5578)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	13
Q1	18
Median	22
Q3	26
95-th Percentile	29
Maximum	35
Range	35
IQR	8

Descriptive Statistics

Mean	22.062
Standard Deviation	4.9636
Variance	24.6373
Sum	1.0817e+06
Skewness	-0.5578
Kurtosis	0.592
Coefficient of Variation	0.225

Front bearing temp. is not normally distributed (p-value 0.0067798912145145595)

Front bearing temp. has 165 outliers

Rear bearing temp.

numerical

Approximate Distinct Count	37
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.2904
Minimum	0
Maximum	43
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Rear bearing temp. is skewed left (γ1 = -1.5835)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	13
Q1	25
Median	28
Q3	31
95-th Percentile	33
Maximum	43
Range	43
IQR	6

Descriptive Statistics

Mean	27.2904
Standard Deviation	5.3211
Variance	28.3143
Sum	1.3381e+06
Skewness	-1.5835
Kurtosis	3.85
Coefficient of Variation	0.195

Rear bearing temp. is not normally distributed (p-value 0.0008987609605086597)

Rear bearing temp. has 2714 outliers

Pitch cabinet blade A temp.

numerical

Approximate Distinct Count	41
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	33.9286
Minimum	0
Maximum	53
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Pitch cabinet blade A temp. is skewed left (γ1 = -0.4347)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	26
Q1	30
Median	34
Q3	38
95-th Percentile	43
Maximum	53
Range	53
IQR	8

Descriptive Statistics

Mean	33.9286
Standard Deviation	5.7797
Variance	33.4054
Sum	1.6636e+06
Skewness	-0.4347
Kurtosis	3.073
Coefficient of Variation	0.1704

Pitch cabinet blade A temp. is not normally distributed (p-value 2.524324577666136e-06)

Pitch cabinet blade A temp. has 259 outliers

Pitch cabinet blade B temp.

numerical

Approximate Distinct Count	40
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	33.9041
Minimum	0
Maximum	52
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Pitch cabinet blade B temp. is skewed left (γ1 = -0.4579)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	26
Q1	30
Median	34
Q3	38
95-th Percentile	43
Maximum	52
Range	52
IQR	8

Descriptive Statistics

Mean	33.9041
Standard Deviation	5.6837
Variance	32.3043
Sum	1.6624e+06
Skewness	-0.4579
Kurtosis	3.365
Coefficient of Variation	0.1676

Pitch cabinet blade B temp. is not normally distributed (p-value 0.003813836617786904)

Pitch cabinet blade B temp. has 265 outliers

Pitch cabinet blade C temp.

numerical

Approximate Distinct Count	40
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	33.1267
Minimum	0
Maximum	51
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Pitch cabinet blade C temp. is skewed left (γ1 = -0.4507)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	25
Q1	29
Median	33
Q3	37
95-th Percentile	42
Maximum	51
Range	51
IQR	8

Descriptive Statistics

Mean	33.1267
Standard Deviation	5.5899
Variance	31.2473
Sum	1.6243e+06
Skewness	-0.4507
Kurtosis	3.3005
Coefficient of Variation	0.1687

Pitch cabinet blade C temp. is not normally distributed (p-value 0.00620841326425186)

Pitch cabinet blade C temp. has 263 outliers

Blade A temp.

categorical

Approximate Distinct Count	7
Approximate Unique (%)	0.0%
Missing	2367
Missing (%)	4.6%
Memory Size	3431910

The largest value (166.0) is over 2.85 times larger than the second largest value (165.0)

Stats Pie Chart Word Frequency Word Length

Length

Mean	4.9933
Standard Deviation	0.1158
Median	5
Minimum	3
Maximum	5

Sample

1st row	166.0
2nd row	165.0
3rd row	166.0
4th row	166.0
5th row	166.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	195798

The top 2 categories (166.0, 165.0) take over 50.0%

The largest value (1660) is over 2.85 times larger than the second largest value (1650)

Blade B temp.

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.0%
Missing	2367
Missing (%)	4.6%
Memory Size	3431910

Stats Pie Chart Word Frequency Word Length

Length

Mean	4.9933
Standard Deviation	0.1158
Median	5
Minimum	3
Maximum	5

Sample

1st row	166.0
2nd row	165.0
3rd row	166.0
4th row	166.0
5th row	166.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	195798

The top 2 categories (165.0, 166.0) take over 50.0%

Blade C temp.

categorical

Approximate Distinct Count	7
Approximate Unique (%)	0.0%
Missing	2367
Missing (%)	4.6%
Memory Size	3431910

The largest value (166.0) is over 2.38 times larger than the second largest value (167.0)

Stats Pie Chart Word Frequency Word Length

Length

Mean	4.9933
Standard Deviation	0.1158
Median	5
Minimum	3
Maximum	5

Sample

1st row	166.0
2nd row	166.0
3rd row	166.0
4th row	166.0
5th row	166.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	195798

The top 2 categories (166.0, 167.0) take over 50.0%

The largest value (1660) is over 2.38 times larger than the second largest value (1670)

Rotor temp. 1

numerical

Approximate Distinct Count	117
Approximate Unique (%)	0.2%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	52.6566
Minimum	0
Maximum	125
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Rotor temp. 1 is skewed right (γ1 = 1.124)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	16
Q1	42
Median	48
Q3	56
95-th Percentile	106
Maximum	125
Range	125
IQR	14

Descriptive Statistics

Mean	52.6566
Standard Deviation	22.958
Variance	527.0707
Sum	2.5819e+06
Skewness	1.124
Kurtosis	1.4176
Coefficient of Variation	0.436

Rotor temp. 1 is not normally distributed (p-value 4.602164004231985e-11)

Rotor temp. 1 has 9571 outliers

Rotor temp. 2

numerical

Approximate Distinct Count	118
Approximate Unique (%)	0.2%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	52.7522
Minimum	0
Maximum	126
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Rotor temp. 2 is skewed right (γ1 = 1.108)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	16
Q1	42
Median	48
Q3	56
95-th Percentile	105
Maximum	126
Range	126
IQR	14

Descriptive Statistics

Mean	52.7522
Standard Deviation	22.7064
Variance	515.5787
Sum	2.5865e+06
Skewness	1.108
Kurtosis	1.4073
Coefficient of Variation	0.4304

Rotor temp. 2 is not normally distributed (p-value 7.1047442085589e-11)

Rotor temp. 2 has 9516 outliers

Stator temp. 1

numerical

Approximate Distinct Count	113
Approximate Unique (%)	0.2%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	60.8131
Minimum	0
Maximum	119
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Stator temp. 1 is skewed right (γ1 = 0.0292)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	16
Q1	45
Median	62
Q3	74
95-th Percentile	103
Maximum	119
Range	119
IQR	29

Descriptive Statistics

Mean	60.8131
Standard Deviation	23.7589
Variance	564.4839
Sum	2.9818e+06
Skewness	0.0292
Kurtosis	-0.227
Coefficient of Variation	0.3907

Stator temp. 1 is not normally distributed (p-value 4.7457928626714513e-08)

Stator temp. 1 has 260 outliers

Stator temp. 2

numerical

Approximate Distinct Count	111
Approximate Unique (%)	0.2%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	60.3132
Minimum	0
Maximum	117
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Stator temp. 2 is skewed right (γ1 = 0.0144)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	16
Q1	45
Median	61
Q3	73
95-th Percentile	102
Maximum	117
Range	117
IQR	28

Descriptive Statistics

Mean	60.3132
Standard Deviation	23.536
Variance	553.9442
Sum	2.9573e+06
Skewness	0.01443
Kurtosis	-0.2252
Coefficient of Variation	0.3902

Stator temp. 2 is not normally distributed (p-value 5.01895664887941e-09)

Stator temp. 2 has 318 outliers

Nacelle ambient temp. 1

numerical

Approximate Distinct Count	29
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	12.5126
Minimum	0
Maximum	28
Zeros	183
Zeros (%)	0.4%
Negatives	0
Negatives (%)	0.0%

Nacelle ambient temp. 1 is skewed left (γ1 = -0.0709)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	5
Q1	9
Median	12
Q3	16
95-th Percentile	20
Maximum	28
Range	28
IQR	7

Descriptive Statistics

Mean	12.5126
Standard Deviation	4.7484
Variance	22.5472
Sum	613520
Skewness	-0.0709
Kurtosis	-0.5569
Coefficient of Variation	0.3795

Nacelle ambient temp. 1 is not normally distributed (p-value 0.008669529296234607)

Nacelle ambient temp. 1 has 24 outliers

Nacelle ambient temp. 2

numerical

Approximate Distinct Count	29
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	12.4327
Minimum	0
Maximum	28
Zeros	183
Zeros (%)	0.4%
Negatives	0
Negatives (%)	0.0%

Nacelle ambient temp. 2 is skewed left (γ1 = -0.0648)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	5
Q1	9
Median	12
Q3	16
95-th Percentile	20
Maximum	28
Range	28
IQR	7

Descriptive Statistics

Mean	12.4327
Standard Deviation	4.7453
Variance	22.5175
Sum	609601
Skewness	-0.06476
Kurtosis	-0.5562
Coefficient of Variation	0.3817

Nacelle ambient temp. 2 is not normally distributed (p-value 0.009827397143535269)

Nacelle ambient temp. 2 has 21 outliers

Nacelle temp.

numerical

Approximate Distinct Count	31
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	16.3289
Minimum	0
Maximum	33
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Nacelle temp. is skewed left (γ1 = -0.0059)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	8
Q1	12
Median	16
Q3	20
95-th Percentile	24
Maximum	33
Range	33
IQR	8

Descriptive Statistics

Mean	16.3289
Standard Deviation	4.9873
Variance	24.8728
Sum	800637
Skewness	-0.005914
Kurtosis	-0.3715
Coefficient of Variation	0.3054

Nacelle temp. is not normally distributed (p-value 0.0036392743580732183)

Nacelle temp. has 5 outliers

Nacelle cabinet temp.

numerical

Approximate Distinct Count	32
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	19.8443
Minimum	0
Maximum	36
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Nacelle cabinet temp. is skewed left (γ1 = -0.09)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	12
Q1	16
Median	20
Q3	24
95-th Percentile	28
Maximum	36
Range	36
IQR	8

Descriptive Statistics

Mean	19.8443
Standard Deviation	5.2522
Variance	27.5854
Sum	973007
Skewness	-0.09002
Kurtosis	-0.1859
Coefficient of Variation	0.2647

Nacelle cabinet temp. is not normally distributed (p-value 0.0006363854009989186)

Nacelle cabinet temp. has 165 outliers

Main carrier temp.

numerical

Approximate Distinct Count	27
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	16.5534
Minimum	0
Maximum	29
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Main carrier temp. is skewed left (γ1 = -0.2502)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	9
Q1	13
Median	17
Q3	20
95-th Percentile	24
Maximum	29
Range	29
IQR	7

Descriptive Statistics

Mean	16.5534
Standard Deviation	4.7943
Variance	22.985
Sum	811644
Skewness	-0.2502
Kurtosis	-0.4968
Coefficient of Variation	0.2896

Main carrier temp. has 165 outliers

Rectifier cabinet temp.

numerical

Approximate Distinct Count	43
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	30.3361
Minimum	0
Maximum	49
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Rectifier cabinet temp. is skewed left (γ1 = -0.2922)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	22
Q1	26
Median	30
Q3	34
95-th Percentile	39
Maximum	49
Range	49
IQR	8

Descriptive Statistics

Mean	30.3361
Standard Deviation	5.6234
Variance	31.6225
Sum	1.4874e+06
Skewness	-0.2922
Kurtosis	2.0464
Coefficient of Variation	0.1854

Rectifier cabinet temp. has 248 outliers

Yaw inverter cabinet temp.

numerical

Approximate Distinct Count	31
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	24.3206
Minimum	0
Maximum	38
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Yaw inverter cabinet temp. is skewed left (γ1 = -0.3302)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	17
Q1	20
Median	24
Q3	28
95-th Percentile	32
Maximum	38
Range	38
IQR	8

Descriptive Statistics

Mean	24.3206
Standard Deviation	4.918
Variance	24.1864
Sum	1.1925e+06
Skewness	-0.3302
Kurtosis	0.9246
Coefficient of Variation	0.2022

Yaw inverter cabinet temp. is not normally distributed (p-value 0.0077897760966673096)

Yaw inverter cabinet temp. has 165 outliers

Fan inverter cabinet temp.

numerical

Approximate Distinct Count	36
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	28.8026
Minimum	0
Maximum	44
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Fan inverter cabinet temp. is skewed left (γ1 = -0.4489)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	21
Q1	25
Median	29
Q3	33
95-th Percentile	37
Maximum	44
Range	44
IQR	8

Descriptive Statistics

Mean	28.8026
Standard Deviation	5.1848
Variance	26.8821
Sum	1.4123e+06
Skewness	-0.4489
Kurtosis	2.0419
Coefficient of Variation	0.18

Fan inverter cabinet temp. is not normally distributed (p-value 0.009315089845562343)

Fan inverter cabinet temp. has 169 outliers

Ambient temp.

numerical

Approximate Distinct Count	36
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	13.3804
Minimum	0
Maximum	35
Zeros	169
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Ambient temp. is skewed left (γ1 = -0.0203)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	5
Q1	9
Median	13
Q3	17
95-th Percentile	21
Maximum	35
Range	35
IQR	8

Descriptive Statistics

Mean	13.3804
Standard Deviation	5.246
Variance	27.5209
Sum	656069
Skewness	-0.0203
Kurtosis	-0.5174
Coefficient of Variation	0.3921

Ambient temp. is not normally distributed (p-value 0.0047055908437425515)

Ambient temp. has 46 outliers

Tower temp.

numerical

Approximate Distinct Count	32
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	23.1168
Minimum	0
Maximum	36
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Tower temp. is skewed left (γ1 = -0.5301)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	11
Q1	19
Median	24
Q3	28
95-th Percentile	32
Maximum	36
Range	36
IQR	9

Descriptive Statistics

Mean	23.1168
Standard Deviation	6.3605
Variance	40.4564
Sum	1.1335e+06
Skewness	-0.5301
Kurtosis	-0.1349
Coefficient of Variation	0.2751

Tower temp. has 165 outliers

Control cabinet temp.

numerical

Approximate Distinct Count	39
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	31.7672
Minimum	0
Maximum	45
Zeros	165
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

Control cabinet temp. is skewed left (γ1 = -0.759)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	21
Q1	27
Median	33
Q3	36
95-th Percentile	41
Maximum	45
Range	45
IQR	9

Descriptive Statistics

Mean	31.7672
Standard Deviation	6.3819
Variance	40.7282
Sum	1.5576e+06
Skewness	-0.759
Kurtosis	1.1752
Coefficient of Variation	0.2009

Control cabinet temp. has 172 outliers

Transformer temp.

numerical

Approximate Distinct Count	59
Approximate Unique (%)	0.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	43.9947
Minimum	-19
Maximum	71
Zeros	165
Zeros (%)	0.3%
Negatives	1
Negatives (%)	0.0%

Transformer temp. is skewed right (γ1 = 0.4624)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-19
5-th Percentile	30
Q1	37
Median	43
Q3	48
95-th Percentile	66
Maximum	71
Range	90
IQR	11

Descriptive Statistics

Mean	43.9947
Standard Deviation	10.4065
Variance	108.295
Sum	2.1571e+06
Skewness	0.4624
Kurtosis	0.9
Coefficient of Variation	0.2365

Transformer temp. is not normally distributed (p-value 5.0958400105448206e-06)

Transformer temp. has 3550 outliers

RTU: ava. Setpoint 1

numerical

Approximate Distinct Count	294
Approximate Unique (%)	0.6%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	2988.6344
Minimum	0
Maximum	3050
Zeros	1
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

RTU: ava. Setpoint 1 is skewed left (γ1 = -2.5557)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	2501
Q1	3050
Median	3050
Q3	3050
95-th Percentile	3050
Maximum	3050
Range	3050
IQR	0

Descriptive Statistics

Mean	2988.6344
Standard Deviation	172.0668
Variance	29606.9929
Sum	1.4654e+08
Skewness	-2.5557
Kurtosis	5.9081
Coefficient of Variation	0.05757

RTU: ava. Setpoint 1 is not normally distributed (p-value 9.225300011984136e-25)

RTU: ava. Setpoint 1 has 6003 outliers

Inverter averages

numerical

Approximate Distinct Count	337
Approximate Unique (%)	0.7%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	27.8292
Minimum	-14
Maximum	42.5455
Zeros	165
Zeros (%)	0.3%
Negatives	162
Negatives (%)	0.3%

Inverter averages is skewed left (γ1 = -1.8175)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-14
5-th Percentile	19.7273
Q1	24.3636
Median	28.4545
Q3	31.8182
95-th Percentile	35
Maximum	42.5455
Range	56.5455
IQR	7.4545

Descriptive Statistics

Mean	27.8292
Standard Deviation	5.5961
Variance	31.3162
Sum	1.3645e+06
Skewness	-1.8175
Kurtosis	10.3695
Coefficient of Variation	0.2011

Inverter averages is not normally distributed (p-value 0.004687105478797277)

Inverter averages has 344 outliers

Inverter std dev

numerical

Approximate Distinct Count	1047
Approximate Unique (%)	2.1%
Missing	2367
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	784512
Mean	1.8557
Minimum	0
Maximum	23.5129
Zeros	317
Zeros (%)	0.6%
Negatives	0
Negatives (%)	0.0%

Inverter std dev is skewed right (γ1 = 9.7503)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.8944
Q1	1.206
Median	1.5667
Q3	2.3703
95-th Percentile	3.2946
Maximum	23.5129
Range	23.5129
IQR	1.1642

Descriptive Statistics

Mean	1.8557
Standard Deviation	1.2699
Variance	1.6126
Sum	90990.3598
Skewness	9.7503
Kurtosis	151.9183
Coefficient of Variation	0.6843

Inverter std dev is not normally distributed (p-value 3.3208589010532073e-15)

Inverter std dev has 155 outliers

Main Status

numerical

Approximate Distinct Count	29
Approximate Unique (%)	1.6%
Missing	49550
Missing (%)	96.4%
Infinite	0
Infinite (%)	0.0%
Memory Size	29584
Mean	23.2742
Minimum	0
Maximum	307
Zeros	1247
Zeros (%)	2.4%
Negatives	0
Negatives (%)	0.0%

Main Status is skewed right (γ1 = 2.8976)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	2
95-th Percentile	207.68
Maximum	307
Range	307
IQR	2

Descriptive Statistics

Mean	23.2742
Standard Deviation	58.8839
Variance	3467.3171
Sum	43034
Skewness	2.8976
Kurtosis	7.472
Coefficient of Variation	2.53

Main Status is not normally distributed (p-value 7.62084879140186e-25)

Main Status has 416 outliers

Sub Status

numerical

Approximate Distinct Count	36
Approximate Unique (%)	1.9%
Missing	49550
Missing (%)	96.4%
Infinite	0
Infinite (%)	0.0%
Memory Size	29584
Mean	24.9919
Minimum	0
Maximum	919
Zeros	456
Zeros (%)	0.9%
Negatives	0
Negatives (%)	0.0%

Sub Status is skewed right (γ1 = 5.5485)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	1
Median	1
Q3	2
95-th Percentile	56
Maximum	919
Range	919
IQR	1

Descriptive Statistics

Mean	24.9919
Standard Deviation	113.6807
Variance	12923.2959
Sum	46210
Skewness	5.5485
Kurtosis	30.7885
Coefficient of Variation	4.5487

Sub Status is not normally distributed (p-value 5.088989741514882e-25)

Sub Status has 353 outliers

Full Status

categorical

Approximate Distinct Count	58
Approximate Unique (%)	3.1%
Missing	49550
Missing (%)	96.4%
Memory Size	130185

Stats Pie Chart Word Frequency Word Length

Length

Mean	5.4083
Standard Deviation	0.926
Median	5
Minimum	5
Maximum	9

Sample

1st row	228 : 100
2nd row	228 : 100
3rd row	228 : 100
4th row	228 : 100
5th row	228 : 100

Letter

Count	0
Lowercase Letter	0
Space Separator	3698
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	4453

The largest value (0) is over 2.75 times larger than the second largest value (1)

Status Text

categorical

Approximate Distinct Count	56
Approximate Unique (%)	3.0%
Missing	49550
Missing (%)	96.4%
Memory Size	164573

Stats Pie Chart Word Frequency Word Length

Length

Mean	24.0065
Standard Deviation	9.1986
Median	20
Minimum	11
Maximum	63

Sample

1st row	Timeout warnmessag...
2nd row	Timeout warnmessag...
3rd row	Timeout warnmessag...
4th row	Timeout warnmessag...
5th row	Timeout warnmessag...

Letter

Count	38627
Lowercase Letter	35960
Space Separator	4955
Uppercase Letter	2667
Dash Punctuation	117
Decimal Number	103

The largest value (turbine) is over 2.76 times larger than the second largest value (operation)

T

categorical

Approximate Distinct Count	4
Approximate Unique (%)	0.2%
Missing	49550
Missing (%)	96.4%
Memory Size	125732

The largest value (1.0) is over 4.13 times larger than the second largest value (6.0)

Stats Pie Chart Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	6.0
2nd row	6.0
3rd row	6.0
4th row	6.0
5th row	6.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	3698

The largest value (10) is over 4.13 times larger than the second largest value (60)
T has words of constant length

Service

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.1%
Missing	49550
Missing (%)	96.4%
Memory Size	129366

The largest value (False) is over 27.89 times larger than the second largest value (True)

Stats Pie Chart Word Frequency Word Length

Length

Mean	4.9654
Standard Deviation	0.1828
Median	5
Minimum	4
Maximum	5

Sample

1st row	False
2nd row	False
3rd row	False
4th row	False
5th row	False

Letter

Count	9181
Lowercase Letter	7332
Space Separator	0
Uppercase Letter	1849
Dash Punctuation	0
Decimal Number	0

The largest value (false) is over 27.89 times larger than the second largest value (true)

FaultMsg

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.1%
Missing	49550
Missing (%)	96.4%
Memory Size	129402

The largest value (False) is over 65.04 times larger than the second largest value (True)

Stats Pie Chart Word Frequency Word Length

Length

Mean	4.9849
Standard Deviation	0.1222
Median	5
Minimum	4
Maximum	5

Sample

1st row	True
2nd row	True
3rd row	True
4th row	True
5th row	True

Letter

Count	9217
Lowercase Letter	7368
Space Separator	0
Uppercase Letter	1849
Dash Punctuation	0
Decimal Number	0

The largest value (false) is over 65.04 times larger than the second largest value (true)

Value0

numerical

Approximate Distinct Count	227
Approximate Unique (%)	12.3%
Missing	49550
Missing (%)	96.4%
Infinite	0
Infinite (%)	0.0%
Memory Size	29584
Mean	7.0424
Minimum	0
Maximum	40.2
Zeros	36
Zeros (%)	0.1%
Negatives	0
Negatives (%)	0.0%

Value0 is skewed right (γ1 = 0.9641)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.9
Q1	2.3
Median	5.7
Q3	11
95-th Percentile	17.2
Maximum	40.2
Range	40.2
IQR	8.7

Descriptive Statistics

Mean	7.0424
Standard Deviation	5.5661
Variance	30.9816
Sum	13021.4
Skewness	0.9641
Kurtosis	0.8783
Coefficient of Variation	0.7904

Value0 is not normally distributed (p-value 1.433446662805795e-07)

Value0 has 14 outliers

Interactions

Correlations

Pearson Spearman KendallTau

Missing Values

Bar Chart Spectrum Heat Map Dendrogram